First glances on the dataset

Distribution of the grades

With the df.describe() method and the bloxplots here plotted one can see that the distribution is very similar to each matter.

Correlation

We can see that there is a good positive correlation among the variables.

How's the proportion between men and women?

One can see that the proportion is very equal, almost 50/50.

How's the proportion of parental level of education?

Which kind of lunch do the students prefer?

One can see that most students opt for standart lunch.

Race